Run
1835798

Run 1835798

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.99
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
moa.BlastDecayed(9)_pfalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.8469
Per class
Confusion matrix
F measure
0.8526
Per class
Kappa
0.6976
KB relative information score
31998
Mean absolute error
0.1469
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8527
Per class
Predictive accuracy
0.8531
Prior entropy
1
Recall
0.8531
Per class
Relative absolute error
0.2938
Root mean prior squared error
0.5
Root mean squared error
0.3833
Root relative squared error
0.7666